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Identification of severe acute pediatric asthma phenotypes using unsupervised machine learning.

Colin M RogersonL Nelson Sanchez-PintoBenjamin GastonSarah WieheTitus SchleyerWanzhu TuEneida Mendonca
Published in: Pediatric pulmonology (2024)
We identified two clinical phenotypes of severe acute pediatric asthma which exhibited distinct clinical features and outcomes.
Keyphrases
  • machine learning
  • chronic obstructive pulmonary disease
  • lung function
  • allergic rhinitis
  • artificial intelligence
  • big data
  • deep learning
  • type diabetes
  • air pollution
  • young adults
  • weight loss
  • glycemic control